/ AI products

The boring AI that actually ships.

Retrieval that returns the right paragraph. Agents that close the ticket. Chat that admits when it does not know. Practical, evaluated, shipped inside products.

aurora.datavision.ai/chat
Which Q2 lease renewals are overdue, and which are highest value?
search:contractssql:renewalsrank
14 leases are past their renewal-decision date. The top three by ARR:
1. Goodman Group · $284k MRR · 27d overdue
2. Charter Hall · $172k MRR · 14d overdue
3. Dexus Premium · $158k MRR · 11d overdue
Draft the emails, but let me review before sending...ENTER
/ 01 — Capabilities

Six AI primitives we ship in production.

01SHIPPED

Conversational agents

Streaming chat with tool-use, citations and graceful handoff to humans.

02SHIPPED

Document Q&A

pgvector and reranking across PDFs, drawings, CAD files and contracts.

03SHIPPED

Intelligent search

Hybrid lexical and semantic search with facets, audit trails and explainable ranking.

04SHIPPED

Automated workflows

Agents triage tickets, draft replies and route work with approval gates.

05SHIPPED

Vision

Defect detection, OCR, plant counts and change detection on aerial imagery.

06SHIPPED

Analytics assistant

Natural-language SQL with row-level security and explainable joins.

/ 02 — Discipline

Evals before vibes.

Every AI feature we ship has a golden set, a regression suite and a CI gate. We avoid deploying behavior that cannot be measured.

Scope an AI product feature
$ pnpm eval aurora.renewal_lookup
accuracy@10.94 PASS
hallucination0.012 PASS
citation0.91 PASS
latency p951.82s PASS
cost / query$0.0084 PASS
regression+2.1% PASS
6/6 passed · ready for production